Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 25201 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.8 MiB |
| Average record size in memory | 160.0 B |
Variable types
| NUM | 15 |
|---|---|
| CAT | 5 |
offerId has a high cardinality: 336 distinct values | High cardinality |
date has a high cardinality: 138 distinct values | High cardinality |
Consumo_Whatsapp is highly correlated with consumo_INTERNET and 5 other fields | High correlation |
consumo_INTERNET is highly correlated with Consumo_Whatsapp and 6 other fields | High correlation |
Consumo_Facebook is highly correlated with consumo_INTERNET and 5 other fields | High correlation |
Consumo_Twitter is highly correlated with consumo_INTERNET and 5 other fields | High correlation |
Consumo_Snapchat is highly correlated with consumo_INTERNET and 6 other fields | High correlation |
Consumo_Youtube is highly correlated with consumo_INTERNET and 6 other fields | High correlation |
Consumo_EasyTaxi is highly correlated with consumo_INTERNET and 6 other fields | High correlation |
Consumo_AppTaxi is highly correlated with consumo_INTERNET and 4 other fields | High correlation |
Consumo_Waze is highly correlated with Consumo_AppTaxi | High correlation |
Ingreso has 13213 (52.4%) zeros | Zeros |
Cantidad_Vendidos has 13213 (52.4%) zeros | Zeros |
consumo_INTERNET has 4983 (19.8%) zeros | Zeros |
Consumo_Whatsapp has 5548 (22.0%) zeros | Zeros |
Consumo_Facebook has 6566 (26.1%) zeros | Zeros |
Consumo_Twitter has 9177 (36.4%) zeros | Zeros |
Consumo_Instagram has 5843 (23.2%) zeros | Zeros |
Consumo_Snapchat has 6822 (27.1%) zeros | Zeros |
Consumo_Youtube has 5362 (21.3%) zeros | Zeros |
Consumo_ClaroVideo has 16387 (65.0%) zeros | Zeros |
Consumo_Waze has 8250 (32.7%) zeros | Zeros |
Consumo_GoogleMaps has 13934 (55.3%) zeros | Zeros |
Consumo_EasyTaxi has 6872 (27.3%) zeros | Zeros |
Consumo_AppTaxi has 11259 (44.7%) zeros | Zeros |
Consumo_WAP has 13203 (52.4%) zeros | Zeros |
Reproduction
| Analysis started | 2020-11-18 20:12:25.509237 |
|---|---|
| Analysis finished | 2020-11-18 20:13:02.367994 |
| Duration | 36.86 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 336 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 196.9 KiB |
| 31351 | 138 |
|---|---|
| 31533 | 138 |
| 31316 | 138 |
| 31266 | 138 |
| 31358 | 138 |
| Other values (331) |
| Value | Count | Frequency (%) | |
| 31351 | 138 | 0.5% | |
| 31533 | 138 | 0.5% | |
| 31316 | 138 | 0.5% | |
| 31266 | 138 | 0.5% | |
| 31358 | 138 | 0.5% | |
| 31241 | 138 | 0.5% | |
| 31239 | 138 | 0.5% | |
| 31319 | 138 | 0.5% | |
| 31357 | 138 | 0.5% | |
| 31217 | 138 | 0.5% | |
| Other values (326) | 23821 | 94.5% |
Unique
| Unique | 51 ? |
|---|---|
| Unique (%) | 0.2% |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
| Distinct | 138 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 196.9 KiB |
| 2020-07-14 | 211 |
|---|---|
| 2020-07-02 | 210 |
| 2020-07-03 | 210 |
| 2020-07-04 | 207 |
| 2020-07-01 | 207 |
| Other values (133) |
| Value | Count | Frequency (%) | |
| 2020-07-14 | 211 | 0.8% | |
| 2020-07-02 | 210 | 0.8% | |
| 2020-07-03 | 210 | 0.8% | |
| 2020-07-04 | 207 | 0.8% | |
| 2020-07-01 | 207 | 0.8% | |
| 2020-07-15 | 203 | 0.8% | |
| 2020-07-16 | 202 | 0.8% | |
| 2020-07-10 | 202 | 0.8% | |
| 2020-06-30 | 202 | 0.8% | |
| 2020-07-23 | 202 | 0.8% | |
| Other values (128) | 23145 | 91.8% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
nombre_dia
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 196.9 KiB |
| viernes | |
|---|---|
| martes | |
| jueves | |
| miércoles | |
| sábado | |
| Other values (2) |
| Value | Count | Frequency (%) | |
| viernes | 3691 | 14.6% | |
| martes | 3666 | 14.5% | |
| jueves | 3665 | 14.5% | |
| miércoles | 3660 | 14.5% | |
| sábado | 3615 | 14.3% | |
| lunes | 3457 | 13.7% | |
| domingo | 3447 | 13.7% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 9 |
|---|---|
| Median length | 6 |
| Mean length | 6.581762628 |
| Min length | 5 |
tipo_dia
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 196.9 KiB |
| HABIL | |
|---|---|
| FIN_DE_SEMANA | |
| FESTIVO | 1093 |
| Value | Count | Frequency (%) | |
| HABIL | 17046 | 67.6% | |
| FIN_DE_SEMANA | 7062 | 28.0% | |
| FESTIVO | 1093 | 4.3% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 13 |
|---|---|
| Median length | 5 |
| Mean length | 7.328558391 |
| Min length | 5 |
| Distinct | 5842 |
|---|---|
| Distinct (%) | 23.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4556884.453 |
|---|---|
| Minimum | 0 |
| Maximum | 182298000 |
| Zeros | 13213 |
| Zeros (%) | 52.4% |
| Memory size | 196.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 816000 |
| 95-th percentile | 29186300 |
| Maximum | 182298000 |
| Range | 182298000 |
| Interquartile range (IQR) | 816000 |
Descriptive statistics
| Standard deviation | 16811146.36 |
|---|---|
| Coefficient of variation (CV) | 3.689175473 |
| Kurtosis | 37.99869354 |
| Mean | 4556884.453 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.789316577 |
| Sum | 1.148380451e+11 |
| Variance | 2.826146419e+14 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 13213 | 52.4% | |
| 60000 | 110 | 0.4% | |
| 17000 | 108 | 0.4% | |
| 30000 | 105 | 0.4% | |
| 9500 | 96 | 0.4% | |
| 20000 | 87 | 0.3% | |
| 80000 | 67 | 0.3% | |
| 40000 | 60 | 0.2% | |
| 50000 | 60 | 0.2% | |
| 10000 | 59 | 0.2% | |
| Other values (5832) | 11236 | 44.6% |
| Value | Count | Frequency (%) | |
| 0 | 13213 | 52.4% | |
| 900 | 19 | 0.1% | |
| 1000 | 8 | < 0.1% | |
| 1600 | 5 | < 0.1% | |
| 1700 | 21 | 0.1% |
| Value | Count | Frequency (%) | |
| 182298000 | 1 | < 0.1% | |
| 177956250 | 1 | < 0.1% | |
| 174291750 | 1 | < 0.1% | |
| 174128750 | 1 | < 0.1% | |
| 166228250 | 1 | < 0.1% |
| Distinct | 3129 |
|---|---|
| Distinct (%) | 12.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1498.575731 |
|---|---|
| Minimum | 0 |
| Maximum | 182799 |
| Zeros | 13213 |
| Zeros (%) | 52.4% |
| Memory size | 196.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 97 |
| 95-th percentile | 4279 |
| Maximum | 182799 |
| Range | 182799 |
| Interquartile range (IQR) | 97 |
Descriptive statistics
| Standard deviation | 11210.23419 |
|---|---|
| Coefficient of variation (CV) | 7.48059238 |
| Kurtosis | 162.0626281 |
| Mean | 1498.575731 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 12.45769169 |
| Sum | 37765607 |
| Variance | 125669350.7 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 13213 | 52.4% | |
| 1 | 999 | 4.0% | |
| 2 | 572 | 2.3% | |
| 3 | 429 | 1.7% | |
| 4 | 324 | 1.3% | |
| 5 | 264 | 1.0% | |
| 6 | 255 | 1.0% | |
| 7 | 208 | 0.8% | |
| 8 | 196 | 0.8% | |
| 9 | 174 | 0.7% | |
| Other values (3119) | 8567 | 34.0% |
| Value | Count | Frequency (%) | |
| 0 | 13213 | 52.4% | |
| 1 | 999 | 4.0% | |
| 2 | 572 | 2.3% | |
| 3 | 429 | 1.7% | |
| 4 | 324 | 1.3% |
| Value | Count | Frequency (%) | |
| 182799 | 1 | < 0.1% | |
| 178419 | 1 | < 0.1% | |
| 174717 | 1 | < 0.1% | |
| 174623 | 1 | < 0.1% | |
| 166682 | 1 | < 0.1% |
| Distinct | 20198 |
|---|---|
| Distinct (%) | 80.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.149422216e+11 |
|---|---|
| Minimum | 0 |
| Maximum | 5.76149308e+13 |
| Zeros | 4983 |
| Zeros (%) | 19.8% |
| Memory size | 196.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 18204204 |
| median | 5831551735 |
| Q3 | 2.4532175e+11 |
| 95-th percentile | 3.577409196e+12 |
| Maximum | 5.76149308e+13 |
| Range | 5.76149308e+13 |
| Interquartile range (IQR) | 2.453035458e+11 |
Descriptive statistics
| Standard deviation | 3.710091319e+12 |
|---|---|
| Coefficient of variation (CV) | 4.552582037 |
| Kurtosis | 89.39333933 |
| Mean | 8.149422216e+11 |
| Median Absolute Deviation (MAD) | 5831551735 |
| Skewness | 8.874770133 |
| Sum | 2.053735893e+16 |
| Variance | 1.37647776e+25 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 4983 | 19.8% | |
| 10485760 | 11 | < 0.1% | |
| 80 | 5 | < 0.1% | |
| 13631488 | 4 | < 0.1% | |
| 40 | 3 | < 0.1% | |
| 200 | 2 | < 0.1% | |
| 204 | 2 | < 0.1% | |
| 160917638 | 1 | < 0.1% | |
| 3.149746927e+11 | 1 | < 0.1% | |
| 1.302834924e+11 | 1 | < 0.1% | |
| Other values (20188) | 20188 | 80.1% |
| Value | Count | Frequency (%) | |
| 0 | 4983 | 19.8% | |
| 40 | 3 | < 0.1% | |
| 80 | 5 | < 0.1% | |
| 88 | 1 | < 0.1% | |
| 124 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 5.76149308e+13 | 1 | < 0.1% | |
| 5.632914298e+13 | 1 | < 0.1% | |
| 5.615546493e+13 | 1 | < 0.1% | |
| 5.550616848e+13 | 1 | < 0.1% | |
| 5.530537581e+13 | 1 | < 0.1% |
| Distinct | 19634 |
|---|---|
| Distinct (%) | 77.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.175032089e+12 |
|---|---|
| Minimum | 0 |
| Maximum | 9.905134795e+13 |
| Zeros | 5548 |
| Zeros (%) | 22.0% |
| Memory size | 196.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 668746 |
| median | 1371334710 |
| Q3 | 1.04484506e+11 |
| 95-th percentile | 4.063270383e+12 |
| Maximum | 9.905134795e+13 |
| Range | 9.905134795e+13 |
| Interquartile range (IQR) | 1.044838372e+11 |
Descriptive statistics
| Standard deviation | 7.196434276e+12 |
|---|---|
| Coefficient of variation (CV) | 6.12445766 |
| Kurtosis | 107.6974455 |
| Mean | 1.175032089e+12 |
| Median Absolute Deviation (MAD) | 1371334710 |
| Skewness | 9.956420079 |
| Sum | 2.961198367e+16 |
| Variance | 5.178866629e+25 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 5548 | 22.0% | |
| 92 | 5 | < 0.1% | |
| 100 | 4 | < 0.1% | |
| 140 | 4 | < 0.1% | |
| 300 | 3 | < 0.1% | |
| 600 | 3 | < 0.1% | |
| 200 | 3 | < 0.1% | |
| 131 | 2 | < 0.1% | |
| 182 | 2 | < 0.1% | |
| 732 | 2 | < 0.1% | |
| Other values (19624) | 19625 | 77.9% |
| Value | Count | Frequency (%) | |
| 0 | 5548 | 22.0% | |
| 52 | 1 | < 0.1% | |
| 60 | 1 | < 0.1% | |
| 64 | 1 | < 0.1% | |
| 72 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 9.905134795e+13 | 1 | < 0.1% | |
| 9.323800956e+13 | 1 | < 0.1% | |
| 9.294599094e+13 | 1 | < 0.1% | |
| 9.222377706e+13 | 1 | < 0.1% | |
| 9.199120887e+13 | 1 | < 0.1% |
| Distinct | 18613 |
|---|---|
| Distinct (%) | 73.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.115066802e+11 |
|---|---|
| Minimum | 0 |
| Maximum | 6.585966701e+13 |
| Zeros | 6566 |
| Zeros (%) | 26.1% |
| Memory size | 196.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 437487596 |
| Q3 | 6.49769224e+10 |
| 95-th percentile | 2.805649067e+12 |
| Maximum | 6.585966701e+13 |
| Range | 6.585966701e+13 |
| Interquartile range (IQR) | 6.49769224e+10 |
Descriptive statistics
| Standard deviation | 5.021016255e+12 |
|---|---|
| Coefficient of variation (CV) | 6.187276553 |
| Kurtosis | 108.8422632 |
| Mean | 8.115066802e+11 |
| Median Absolute Deviation (MAD) | 437487596 |
| Skewness | 10.00119909 |
| Sum | 2.045077985e+16 |
| Variance | 2.521060423e+25 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 6566 | 26.1% | |
| 140 | 8 | < 0.1% | |
| 83 | 7 | < 0.1% | |
| 123 | 7 | < 0.1% | |
| 100 | 3 | < 0.1% | |
| 156 | 2 | < 0.1% | |
| 416 | 2 | < 0.1% | |
| 1498741442 | 1 | < 0.1% | |
| 32854732 | 1 | < 0.1% | |
| 8410830685 | 1 | < 0.1% | |
| Other values (18603) | 18603 | 73.8% |
| Value | Count | Frequency (%) | |
| 0 | 6566 | 26.1% | |
| 52 | 1 | < 0.1% | |
| 83 | 7 | < 0.1% | |
| 85 | 1 | < 0.1% | |
| 91 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 6.585966701e+13 | 1 | < 0.1% | |
| 6.568429131e+13 | 1 | < 0.1% | |
| 6.450909325e+13 | 1 | < 0.1% | |
| 6.400277228e+13 | 1 | < 0.1% | |
| 6.370785669e+13 | 1 | < 0.1% |
| Distinct | 16010 |
|---|---|
| Distinct (%) | 63.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.269205419e+10 |
|---|---|
| Minimum | 0 |
| Maximum | 8.516344811e+11 |
| Zeros | 9177 |
| Zeros (%) | 36.4% |
| Memory size | 196.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 6226951 |
| Q3 | 1506193481 |
| 95-th percentile | 5.010569501e+10 |
| Maximum | 8.516344811e+11 |
| Range | 8.516344811e+11 |
| Interquartile range (IQR) | 1506193481 |
Descriptive statistics
| Standard deviation | 6.188478745e+10 |
|---|---|
| Coefficient of variation (CV) | 4.875868519 |
| Kurtosis | 79.17630055 |
| Mean | 1.269205419e+10 |
| Median Absolute Deviation (MAD) | 6226951 |
| Skewness | 8.381967652 |
| Sum | 3.198524576e+14 |
| Variance | 3.829726918e+21 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 9177 | 36.4% | |
| 52 | 5 | < 0.1% | |
| 40 | 3 | < 0.1% | |
| 1893 | 2 | < 0.1% | |
| 1032 | 2 | < 0.1% | |
| 6863 | 2 | < 0.1% | |
| 516 | 2 | < 0.1% | |
| 103597 | 2 | < 0.1% | |
| 156 | 2 | < 0.1% | |
| 6702 | 2 | < 0.1% | |
| Other values (16000) | 16002 | 63.5% |
| Value | Count | Frequency (%) | |
| 0 | 9177 | 36.4% | |
| 40 | 3 | < 0.1% | |
| 52 | 5 | < 0.1% | |
| 92 | 1 | < 0.1% | |
| 104 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 8.516344811e+11 | 1 | < 0.1% | |
| 8.18138203e+11 | 1 | < 0.1% | |
| 8.071451134e+11 | 1 | < 0.1% | |
| 7.649479749e+11 | 1 | < 0.1% | |
| 7.486271521e+11 | 1 | < 0.1% |
| Distinct | 19171 |
|---|---|
| Distinct (%) | 76.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.283511164e+10 |
|---|---|
| Minimum | 0 |
| Maximum | 3.113866053e+12 |
| Zeros | 5843 |
| Zeros (%) | 23.2% |
| Memory size | 196.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2156 |
| median | 515242637 |
| Q3 | 1.555578486e+10 |
| 95-th percentile | 2.146358378e+11 |
| Maximum | 3.113866053e+12 |
| Range | 3.113866053e+12 |
| Interquartile range (IQR) | 1.55557827e+10 |
Descriptive statistics
| Standard deviation | 1.656015394e+11 |
|---|---|
| Coefficient of variation (CV) | 3.866023295 |
| Kurtosis | 102.3082374 |
| Mean | 4.283511164e+10 |
| Median Absolute Deviation (MAD) | 515242637 |
| Skewness | 8.73464198 |
| Sum | 1.079487649e+15 |
| Variance | 2.742386987e+22 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 5843 | 23.2% | |
| 156 | 20 | 0.1% | |
| 52 | 20 | 0.1% | |
| 104 | 15 | 0.1% | |
| 160 | 12 | < 0.1% | |
| 328 | 9 | < 0.1% | |
| 312 | 8 | < 0.1% | |
| 40 | 8 | < 0.1% | |
| 600 | 5 | < 0.1% | |
| 80 | 5 | < 0.1% | |
| Other values (19161) | 19256 | 76.4% |
| Value | Count | Frequency (%) | |
| 0 | 5843 | 23.2% | |
| 40 | 8 | < 0.1% | |
| 52 | 20 | 0.1% | |
| 80 | 5 | < 0.1% | |
| 92 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 3.113866053e+12 | 1 | < 0.1% | |
| 3.063069444e+12 | 1 | < 0.1% | |
| 3.057935483e+12 | 1 | < 0.1% | |
| 3.050319775e+12 | 1 | < 0.1% | |
| 3.047374712e+12 | 1 | < 0.1% |
| Distinct | 18351 |
|---|---|
| Distinct (%) | 72.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.020771098e+10 |
|---|---|
| Minimum | 0 |
| Maximum | 1.141482018e+12 |
| Zeros | 6822 |
| Zeros (%) | 27.1% |
| Memory size | 196.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 27316968 |
| Q3 | 2722185806 |
| 95-th percentile | 3.521415969e+10 |
| Maximum | 1.141482018e+12 |
| Range | 1.141482018e+12 |
| Interquartile range (IQR) | 2722185806 |
Descriptive statistics
| Standard deviation | 5.459373046e+10 |
|---|---|
| Coefficient of variation (CV) | 5.34828333 |
| Kurtosis | 118.3467875 |
| Mean | 1.020771098e+10 |
| Median Absolute Deviation (MAD) | 27316968 |
| Skewness | 10.13656925 |
| Sum | 2.572445244e+14 |
| Variance | 2.980475405e+21 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 6822 | 27.1% | |
| 164 | 8 | < 0.1% | |
| 160 | 6 | < 0.1% | |
| 8751 | 3 | < 0.1% | |
| 7662 | 2 | < 0.1% | |
| 260 | 2 | < 0.1% | |
| 9196 | 2 | < 0.1% | |
| 8233 | 2 | < 0.1% | |
| 92 | 2 | < 0.1% | |
| 8964 | 2 | < 0.1% | |
| Other values (18341) | 18350 | 72.8% |
| Value | Count | Frequency (%) | |
| 0 | 6822 | 27.1% | |
| 52 | 1 | < 0.1% | |
| 60 | 1 | < 0.1% | |
| 92 | 2 | < 0.1% | |
| 148 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1.141482018e+12 | 1 | < 0.1% | |
| 1.031159791e+12 | 1 | < 0.1% | |
| 9.220100903e+11 | 1 | < 0.1% | |
| 9.063954726e+11 | 1 | < 0.1% | |
| 8.875949683e+11 | 1 | < 0.1% |
| Distinct | 19833 |
|---|---|
| Distinct (%) | 78.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.66812601e+11 |
|---|---|
| Minimum | 0 |
| Maximum | 1.365943073e+13 |
| Zeros | 5362 |
| Zeros (%) | 21.3% |
| Memory size | 196.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 815253 |
| median | 1007872659 |
| Q3 | 4.749104581e+10 |
| 95-th percentile | 7.230210308e+11 |
| Maximum | 1.365943073e+13 |
| Range | 1.365943073e+13 |
| Interquartile range (IQR) | 4.749023056e+10 |
Descriptive statistics
| Standard deviation | 7.74191479e+11 |
|---|---|
| Coefficient of variation (CV) | 4.641085112 |
| Kurtosis | 90.0787624 |
| Mean | 1.66812601e+11 |
| Median Absolute Deviation (MAD) | 1007872659 |
| Skewness | 8.848367947 |
| Sum | 4.203844358e+15 |
| Variance | 5.993724461e+23 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 5362 | 21.3% | |
| 312 | 4 | < 0.1% | |
| 184 | 2 | < 0.1% | |
| 52 | 2 | < 0.1% | |
| 936 | 2 | < 0.1% | |
| 1664 | 2 | < 0.1% | |
| 2.535759659e+10 | 1 | < 0.1% | |
| 2461487649 | 1 | < 0.1% | |
| 114522522 | 1 | < 0.1% | |
| 8.703340529e+11 | 1 | < 0.1% | |
| Other values (19823) | 19823 | 78.7% |
| Value | Count | Frequency (%) | |
| 0 | 5362 | 21.3% | |
| 52 | 2 | < 0.1% | |
| 80 | 1 | < 0.1% | |
| 92 | 1 | < 0.1% | |
| 104 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1.365943073e+13 | 1 | < 0.1% | |
| 1.283554961e+13 | 1 | < 0.1% | |
| 1.247020397e+13 | 1 | < 0.1% | |
| 1.220196996e+13 | 1 | < 0.1% | |
| 1.171719435e+13 | 1 | < 0.1% |
| Distinct | 8806 |
|---|---|
| Distinct (%) | 34.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 90658378.86 |
|---|---|
| Minimum | 0 |
| Maximum | 1.533600248e+10 |
| Zeros | 16387 |
| Zeros (%) | 65.0% |
| Memory size | 196.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2977659 |
| 95-th percentile | 381944436 |
| Maximum | 1.533600248e+10 |
| Range | 1.533600248e+10 |
| Interquartile range (IQR) | 2977659 |
Descriptive statistics
| Standard deviation | 477701475.3 |
|---|---|
| Coefficient of variation (CV) | 5.269247932 |
| Kurtosis | 219.6370926 |
| Mean | 90658378.86 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.8993386 |
| Sum | 2.284681806e+12 |
| Variance | 2.281986995e+17 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 16387 | 65.0% | |
| 10650 | 3 | < 0.1% | |
| 720 | 2 | < 0.1% | |
| 7605 | 2 | < 0.1% | |
| 203288 | 2 | < 0.1% | |
| 7810 | 2 | < 0.1% | |
| 6560 | 2 | < 0.1% | |
| 13193 | 2 | < 0.1% | |
| 8607 | 2 | < 0.1% | |
| 34242362 | 1 | < 0.1% | |
| Other values (8796) | 8796 | 34.9% |
| Value | Count | Frequency (%) | |
| 0 | 16387 | 65.0% | |
| 75 | 1 | < 0.1% | |
| 120 | 1 | < 0.1% | |
| 215 | 1 | < 0.1% | |
| 284 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1.533600248e+10 | 1 | < 0.1% | |
| 1.486600442e+10 | 1 | < 0.1% | |
| 1.335056394e+10 | 1 | < 0.1% | |
| 1.1859468e+10 | 1 | < 0.1% | |
| 1.176412408e+10 | 1 | < 0.1% |
| Distinct | 15698 |
|---|---|
| Distinct (%) | 62.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 861557196.4 |
|---|---|
| Minimum | 0 |
| Maximum | 4.154746844e+10 |
| Zeros | 8250 |
| Zeros (%) | 32.7% |
| Memory size | 196.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 5026322 |
| Q3 | 302628206 |
| 95-th percentile | 3938346587 |
| Maximum | 4.154746844e+10 |
| Range | 4.154746844e+10 |
| Interquartile range (IQR) | 302628206 |
Descriptive statistics
| Standard deviation | 3332973023 |
|---|---|
| Coefficient of variation (CV) | 3.868545277 |
| Kurtosis | 51.82127639 |
| Mean | 861557196.4 |
| Median Absolute Deviation (MAD) | 5026322 |
| Skewness | 6.750533539 |
| Sum | 2.171210291e+13 |
| Variance | 1.110870917e+19 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 8250 | 32.7% | |
| 156 | 153 | 0.6% | |
| 52 | 108 | 0.4% | |
| 312 | 57 | 0.2% | |
| 208 | 57 | 0.2% | |
| 104 | 42 | 0.2% | |
| 40 | 30 | 0.1% | |
| 260 | 27 | 0.1% | |
| 364 | 26 | 0.1% | |
| 468 | 23 | 0.1% | |
| Other values (15688) | 16428 | 65.2% |
| Value | Count | Frequency (%) | |
| 0 | 8250 | 32.7% | |
| 40 | 30 | 0.1% | |
| 52 | 108 | 0.4% | |
| 60 | 2 | < 0.1% | |
| 64 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 4.154746844e+10 | 1 | < 0.1% | |
| 4.044547932e+10 | 1 | < 0.1% | |
| 3.997553241e+10 | 1 | < 0.1% | |
| 3.960271963e+10 | 1 | < 0.1% | |
| 3.9143091e+10 | 1 | < 0.1% |
| Distinct | 11192 |
|---|---|
| Distinct (%) | 44.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 177399647.1 |
|---|---|
| Minimum | 0 |
| Maximum | 3.600313541e+10 |
| Zeros | 13934 |
| Zeros (%) | 55.3% |
| Memory size | 196.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 3656263 |
| 95-th percentile | 403485114 |
| Maximum | 3.600313541e+10 |
| Range | 3.600313541e+10 |
| Interquartile range (IQR) | 3656263 |
Descriptive statistics
| Standard deviation | 1506970310 |
|---|---|
| Coefficient of variation (CV) | 8.494776256 |
| Kurtosis | 320.2045106 |
| Mean | 177399647.1 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.71641689 |
| Sum | 4.470648506e+12 |
| Variance | 2.270959515e+18 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 13934 | 55.3% | |
| 7319 | 11 | < 0.1% | |
| 7318 | 7 | < 0.1% | |
| 5782 | 6 | < 0.1% | |
| 15417 | 4 | < 0.1% | |
| 7317 | 4 | < 0.1% | |
| 7315 | 4 | < 0.1% | |
| 7316 | 4 | < 0.1% | |
| 15314 | 3 | < 0.1% | |
| 15163 | 3 | < 0.1% | |
| Other values (11182) | 11221 | 44.5% |
| Value | Count | Frequency (%) | |
| 0 | 13934 | 55.3% | |
| 403 | 1 | < 0.1% | |
| 606 | 1 | < 0.1% | |
| 801 | 1 | < 0.1% | |
| 1128 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 3.600313541e+10 | 1 | < 0.1% | |
| 3.563798115e+10 | 1 | < 0.1% | |
| 3.557363042e+10 | 1 | < 0.1% | |
| 3.526826998e+10 | 1 | < 0.1% | |
| 3.448581619e+10 | 1 | < 0.1% |
| Distinct | 18324 |
|---|---|
| Distinct (%) | 72.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.469547251e+10 |
|---|---|
| Minimum | 0 |
| Maximum | 2.916639372e+12 |
| Zeros | 6872 |
| Zeros (%) | 27.3% |
| Memory size | 196.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 45765657 |
| Q3 | 5547475425 |
| 95-th percentile | 1.23384902e+11 |
| Maximum | 2.916639372e+12 |
| Range | 2.916639372e+12 |
| Interquartile range (IQR) | 5547475425 |
Descriptive statistics
| Standard deviation | 1.913196221e+11 |
|---|---|
| Coefficient of variation (CV) | 5.514253252 |
| Kurtosis | 103.6573874 |
| Mean | 3.469547251e+10 |
| Median Absolute Deviation (MAD) | 45765657 |
| Skewness | 9.680682163 |
| Sum | 8.743606027e+14 |
| Variance | 3.660319781e+22 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 6872 | 27.3% | |
| 184 | 2 | < 0.1% | |
| 468 | 2 | < 0.1% | |
| 92 | 2 | < 0.1% | |
| 104 | 2 | < 0.1% | |
| 30344097 | 2 | < 0.1% | |
| 124187 | 2 | < 0.1% | |
| 7511127 | 1 | < 0.1% | |
| 646668 | 1 | < 0.1% | |
| 1861231472 | 1 | < 0.1% | |
| Other values (18314) | 18314 | 72.7% |
| Value | Count | Frequency (%) | |
| 0 | 6872 | 27.3% | |
| 52 | 1 | < 0.1% | |
| 92 | 2 | < 0.1% | |
| 104 | 2 | < 0.1% | |
| 144 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2.916639372e+12 | 1 | < 0.1% | |
| 2.902233558e+12 | 1 | < 0.1% | |
| 2.878352815e+12 | 1 | < 0.1% | |
| 2.843574441e+12 | 1 | < 0.1% | |
| 2.832398475e+12 | 1 | < 0.1% |
| Distinct | 13839 |
|---|---|
| Distinct (%) | 54.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 120566342.1 |
|---|---|
| Minimum | 0 |
| Maximum | 8348715360 |
| Zeros | 11259 |
| Zeros (%) | 44.7% |
| Memory size | 196.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 27306 |
| Q3 | 17077595 |
| 95-th percentile | 448068672 |
| Maximum | 8348715360 |
| Range | 8348715360 |
| Interquartile range (IQR) | 17077595 |
Descriptive statistics
| Standard deviation | 577436442.7 |
|---|---|
| Coefficient of variation (CV) | 4.789366857 |
| Kurtosis | 71.76271319 |
| Mean | 120566342.1 |
| Median Absolute Deviation (MAD) | 27306 |
| Skewness | 7.93140042 |
| Sum | 3.038392386e+12 |
| Variance | 3.334328454e+17 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 11259 | 44.7% | |
| 92 | 4 | < 0.1% | |
| 8345 | 3 | < 0.1% | |
| 8458 | 3 | < 0.1% | |
| 8563 | 3 | < 0.1% | |
| 7987 | 3 | < 0.1% | |
| 8561 | 3 | < 0.1% | |
| 8290 | 3 | < 0.1% | |
| 8283 | 3 | < 0.1% | |
| 9489 | 3 | < 0.1% | |
| Other values (13829) | 13914 | 55.2% |
| Value | Count | Frequency (%) | |
| 0 | 11259 | 44.7% | |
| 52 | 1 | < 0.1% | |
| 92 | 4 | < 0.1% | |
| 104 | 1 | < 0.1% | |
| 164 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 8348715360 | 1 | < 0.1% | |
| 7979641088 | 1 | < 0.1% | |
| 7970315336 | 1 | < 0.1% | |
| 7845098442 | 1 | < 0.1% | |
| 7728402107 | 1 | < 0.1% |
| Distinct | 11750 |
|---|---|
| Distinct (%) | 46.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1602938207 |
|---|---|
| Minimum | 0 |
| Maximum | 3.331323471e+11 |
| Zeros | 13203 |
| Zeros (%) | 52.4% |
| Memory size | 196.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1608872 |
| 95-th percentile | 3531833017 |
| Maximum | 3.331323471e+11 |
| Range | 3.331323471e+11 |
| Interquartile range (IQR) | 1608872 |
Descriptive statistics
| Standard deviation | 1.087102085e+10 |
|---|---|
| Coefficient of variation (CV) | 6.78193383 |
| Kurtosis | 228.0689592 |
| Mean | 1602938207 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 12.95406314 |
| Sum | 4.039564575e+13 |
| Variance | 1.181790944e+20 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 13203 | 52.4% | |
| 2563 | 7 | < 0.1% | |
| 2388 | 6 | < 0.1% | |
| 2397 | 6 | < 0.1% | |
| 2386 | 5 | < 0.1% | |
| 2355 | 4 | < 0.1% | |
| 2391 | 4 | < 0.1% | |
| 2395 | 4 | < 0.1% | |
| 2375 | 4 | < 0.1% | |
| 2434 | 4 | < 0.1% | |
| Other values (11740) | 11954 | 47.4% |
| Value | Count | Frequency (%) | |
| 0 | 13203 | 52.4% | |
| 40 | 2 | < 0.1% | |
| 80 | 1 | < 0.1% | |
| 156 | 2 | < 0.1% | |
| 184 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 3.331323471e+11 | 1 | < 0.1% | |
| 2.763256606e+11 | 1 | < 0.1% | |
| 2.679384817e+11 | 1 | < 0.1% | |
| 2.663883824e+11 | 1 | < 0.1% | |
| 2.510851598e+11 | 1 | < 0.1% |
tipoPaquete
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 196.9 KiB |
| Datos | |
|---|---|
| Todo Incluido | |
| Hajj | 193 |
| Welcome Package | 3 |
| Value | Count | Frequency (%) | |
| Datos | 16875 | 67.0% | |
| Todo Incluido | 8130 | 32.3% | |
| Hajj | 193 | 0.8% | |
| Welcome Package | 3 | < 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 15 |
|---|---|
| Median length | 5 |
| Mean length | 7.574381969 |
| Min length | 4 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| offerId | date | nombre_dia | tipo_dia | Ingreso | Cantidad_Vendidos | consumo_INTERNET | Consumo_Whatsapp | Consumo_Facebook | Consumo_Twitter | Consumo_Instagram | Consumo_Snapchat | Consumo_Youtube | Consumo_ClaroVideo | Consumo_Waze | Consumo_GoogleMaps | Consumo_EasyTaxi | Consumo_AppTaxi | Consumo_WAP | tipoPaquete | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 30091 | 2020-06-16 | martes | HABIL | 0.0 | 0.0 | 0.000000e+00 | 2.437687e+12 | 0.000000e+00 | 0.000000e+00 | 0.000000e+00 | 0.000000e+00 | 0.000000e+00 | 0.0 | 0.0 | 0.0 | 0.000000e+00 | 0.0 | 0.0 | Datos |
| 1 | 30093 | 2020-06-16 | martes | HABIL | 0.0 | 0.0 | 0.000000e+00 | 2.763205e+11 | 2.343967e+11 | 9.434252e+09 | 0.000000e+00 | 0.000000e+00 | 0.000000e+00 | 0.0 | 0.0 | 0.0 | 0.000000e+00 | 0.0 | 0.0 | Datos |
| 2 | 30094 | 2020-06-16 | martes | HABIL | 0.0 | 0.0 | 0.000000e+00 | 1.831004e+11 | 1.275699e+11 | 4.546316e+09 | 0.000000e+00 | 0.000000e+00 | 0.000000e+00 | 0.0 | 0.0 | 0.0 | 0.000000e+00 | 0.0 | 0.0 | Datos |
| 3 | 30125 | 2020-06-16 | martes | HABIL | 0.0 | 0.0 | 2.414058e+09 | 0.000000e+00 | 0.000000e+00 | 0.000000e+00 | 0.000000e+00 | 0.000000e+00 | 0.000000e+00 | 0.0 | 0.0 | 0.0 | 0.000000e+00 | 0.0 | 0.0 | Hajj |
| 4 | 30126 | 2020-06-16 | martes | HABIL | 0.0 | 0.0 | 0.000000e+00 | 4.082384e+09 | 3.682436e+09 | 1.430274e+07 | 8.174606e+07 | 3.141400e+07 | 2.517900e+08 | 0.0 | 19769.0 | 0.0 | 1.662022e+08 | 133173.0 | 0.0 | Hajj |
| 5 | 31020 | 2020-06-16 | martes | HABIL | 0.0 | 0.0 | 3.809608e+11 | 9.100420e+10 | 9.048725e+10 | 9.785868e+08 | 2.172792e+10 | 3.364019e+09 | 7.604110e+10 | 118731422.0 | 390032606.0 | 6048686.0 | 1.442261e+10 | 107749123.0 | 265106.0 | Datos |
| 6 | 31037 | 2020-06-16 | martes | HABIL | 0.0 | 0.0 | 7.411226e+06 | 3.178157e+07 | 2.149590e+05 | 0.000000e+00 | 0.000000e+00 | 0.000000e+00 | 1.633107e+06 | 0.0 | 0.0 | 0.0 | 9.276430e+05 | 0.0 | 0.0 | Datos |
| 7 | 31046 | 2020-06-16 | martes | HABIL | 9600.0 | 6.0 | 2.526779e+07 | 5.327899e+06 | 8.868700e+04 | 2.275690e+05 | 1.766600e+04 | 1.346200e+04 | 1.591025e+06 | 0.0 | 7924944.0 | 0.0 | 7.107715e+06 | 0.0 | 0.0 | Datos |
| 8 | 31047 | 2020-06-16 | martes | HABIL | 12936000.0 | 735.0 | 7.736600e+11 | 3.566601e+11 | 3.061985e+11 | 7.507825e+09 | 7.226288e+10 | 6.242035e+09 | 1.473385e+11 | 71576766.0 | 930881648.0 | 7773813.0 | 2.206943e+10 | 144234049.0 | 224159.0 | Datos |
| 9 | 31048 | 2020-06-16 | martes | HABIL | 7364400.0 | 204.0 | 3.715371e+11 | 1.269625e+11 | 9.574740e+10 | 3.779987e+09 | 3.712850e+10 | 2.190641e+09 | 7.681111e+10 | 6441716.0 | 311146583.0 | 17813607.0 | 9.132400e+09 | 28417376.0 | 72929388.0 | Datos |
Last rows
| offerId | date | nombre_dia | tipo_dia | Ingreso | Cantidad_Vendidos | consumo_INTERNET | Consumo_Whatsapp | Consumo_Facebook | Consumo_Twitter | Consumo_Instagram | Consumo_Snapchat | Consumo_Youtube | Consumo_ClaroVideo | Consumo_Waze | Consumo_GoogleMaps | Consumo_EasyTaxi | Consumo_AppTaxi | Consumo_WAP | tipoPaquete | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 25191 | 31604 | 2020-10-31 | sábado | FIN_DE_SEMANA | 30000.0 | 1.0 | 1.810015e+10 | 2.621828e+09 | 1.257807e+09 | 2.576355e+08 | 4.146936e+08 | 2.800343e+07 | 2.336139e+09 | 15514704.0 | 4253092.0 | 0.0 | 2.406039e+08 | 180649.0 | 0.0 | Todo Incluido |
| 25192 | 31606 | 2020-10-31 | sábado | FIN_DE_SEMANA | 420000.0 | 28.0 | 2.920223e+10 | 1.787290e+10 | 1.080013e+10 | 1.659305e+09 | 1.685854e+09 | 3.192981e+08 | 3.715575e+09 | 595711.0 | 89592693.0 | 1493322.0 | 1.100810e+09 | 17657747.0 | 0.0 | Todo Incluido |
| 25193 | 31608 | 2020-10-31 | sábado | FIN_DE_SEMANA | 0.0 | 0.0 | 3.039198e+09 | 7.939348e+08 | 4.734440e+08 | 2.677778e+08 | 1.669336e+08 | 1.498436e+07 | 1.195365e+08 | 0.0 | 12130962.0 | 151226.0 | 6.294502e+07 | 349042.0 | 0.0 | Todo Incluido |
| 25194 | 31610 | 2020-10-31 | sábado | FIN_DE_SEMANA | 100000.0 | 2.0 | 1.059974e+10 | 8.668256e+08 | 5.471220e+08 | 2.237229e+07 | 1.463762e+09 | 5.218404e+07 | 1.912727e+09 | 0.0 | 3649327.0 | 0.0 | 2.155406e+08 | 144326.0 | 0.0 | Todo Incluido |
| 25195 | 31612 | 2020-10-31 | sábado | FIN_DE_SEMANA | 120000.0 | 4.0 | 1.887789e+10 | 1.790664e+10 | 7.844288e+09 | 8.638547e+08 | 1.255771e+09 | 2.186467e+08 | 2.854779e+09 | 0.0 | 147565154.0 | 2866992.0 | 8.506576e+08 | 1079375.0 | 2608.0 | Todo Incluido |
| 25196 | 31614 | 2020-10-31 | sábado | FIN_DE_SEMANA | 0.0 | 0.0 | 1.802255e+09 | 5.095383e+08 | 4.620247e+08 | 5.353608e+06 | 1.383508e+08 | 1.468114e+06 | 2.166800e+07 | 0.0 | 15238700.0 | 0.0 | 2.512230e+07 | 523611.0 | 0.0 | Todo Incluido |
| 25197 | 31616 | 2020-10-31 | sábado | FIN_DE_SEMANA | 60000.0 | 1.0 | 9.569780e+09 | 3.826572e+09 | 8.119840e+08 | 8.067161e+07 | 4.482064e+08 | 4.613674e+07 | 4.385330e+09 | 0.0 | 4043.0 | 1200526.0 | 1.312763e+08 | 67332.0 | 0.0 | Todo Incluido |
| 25198 | 31654 | 2020-10-31 | sábado | FIN_DE_SEMANA | 0.0 | 0.0 | 5.238081e+07 | 5.112569e+07 | 1.586275e+07 | 0.000000e+00 | 2.002700e+05 | 1.728600e+04 | 7.268046e+07 | 0.0 | 0.0 | 0.0 | 1.766919e+06 | 0.0 | 0.0 | Datos |
| 25199 | 31671 | 2020-10-31 | sábado | FIN_DE_SEMANA | 0.0 | 0.0 | 5.711137e+10 | 6.835747e+09 | 5.074119e+09 | 4.357552e+07 | 4.039641e+09 | 6.065970e+08 | 2.120083e+10 | 2674079.0 | 23825.0 | 433626989.0 | 7.092826e+08 | 1059052.0 | 2267.0 | Datos |
| 25200 | 31675 | 2020-10-31 | sábado | FIN_DE_SEMANA | 0.0 | 0.0 | 3.372411e+11 | 3.490439e+11 | 8.900219e+10 | 7.905584e+08 | 2.648494e+09 | 9.893749e+09 | 1.196605e+11 | 15277727.0 | 4627905.0 | 0.0 | 1.451672e+10 | 30101774.0 | 227847.0 | Datos |